Task:Using the given data (full_grouped.csv), create an animated graph that showcases the top 15 countries in terms of death date-wise.

Part 1

Understanding COVID_19 dataset

Reading the csv file and looking at summary

Data <-read.csv ("C:/Users/Abu Ayub/Downloads/full_grouped.csv", header =T)
str(Data)
## 'data.frame':    35156 obs. of  10 variables:
##  $ Date          : chr  "2020-01-22" "2020-01-22" "2020-01-22" "2020-01-22" ...
##  $ Country.Region: chr  "Afghanistan" "Albania" "Algeria" "Andorra" ...
##  $ Confirmed     : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Deaths        : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Recovered     : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Active        : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ New.cases     : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ New.deaths    : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ New.recovered : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ WHO.Region    : chr  "Eastern Mediterranean" "Europe" "Africa" "Europe" ...
summary(Data)
##      Date           Country.Region       Confirmed           Deaths         
##  Length:35156       Length:35156       Min.   :      0   Min.   :     0.00  
##  Class :character   Class :character   1st Qu.:      1   1st Qu.:     0.00  
##  Mode  :character   Mode  :character   Median :    250   Median :     4.00  
##                                        Mean   :  23567   Mean   :  1234.07  
##                                        3rd Qu.:   3640   3rd Qu.:    78.25  
##                                        Max.   :4290259   Max.   :148011.00  
##    Recovered           Active          New.cases         New.deaths     
##  Min.   :      0   Min.   :     -2   Min.   :    0.0   Min.   :-1918.0  
##  1st Qu.:      0   1st Qu.:      0   1st Qu.:    0.0   1st Qu.:    0.0  
##  Median :     33   Median :     85   Median :    2.0   Median :    0.0  
##  Mean   :  11048   Mean   :  11284   Mean   :  469.4   Mean   :   18.6  
##  3rd Qu.:   1286   3rd Qu.:   1454   3rd Qu.:   75.0   3rd Qu.:    1.0  
##  Max.   :1846641   Max.   :2816444   Max.   :77255.0   Max.   : 3887.0  
##  New.recovered       WHO.Region       
##  Min.   :-16298.0   Length:35156      
##  1st Qu.:     0.0   Class :character  
##  Median :     0.0   Mode  :character  
##  Mean   :   269.3                     
##  3rd Qu.:    20.0                     
##  Max.   :140050.0

Dataset:The variables are Date,Country.Region,Confirmed,Deaths,Recovered,Active,New.cases,New.deaths,New.recovered and WHO.Region.

Part 2

Creating Animated plot

Loading the required libraries

library(tidyverse)
## -- Attaching packages ------------------------------------------------------------------------------------- tidyverse 1.3.0 --
## v ggplot2 3.3.1     v purrr   0.3.4
## v tibble  3.0.1     v dplyr   1.0.0
## v tidyr   1.1.0     v stringr 1.4.0
## v readr   1.3.1     v forcats 0.5.0
## -- Conflicts ---------------------------------------------------------------------------------------- tidyverse_conflicts() --
## x dplyr::filter() masks stats::filter()
## x dplyr::lag()    masks stats::lag()
library(gganimate)

Obtaining names of top 15 countries in terms of highest number of deaths in descending order

deathdata <- Data %>%
  group_by(Date) %>%
  mutate(rank = rank(-Deaths),
         Value_lbl = paste0(" ",Deaths)) %>%
  group_by(Country.Region) %>% 
  filter(rank <=15) %>%
  ungroup()

Using ggplot to create plot with required settings and labels

staticplot = ggplot(deathdata, aes(rank, group = Country.Region, 
                                      fill = as.factor(Country.Region), color = as.factor(Country.Region))) +
  geom_tile(aes(y = Deaths/2,height = Deaths,width = 0.9), alpha = 0.8, color = NA) +
  geom_text(size=8,aes(y = 0, label = paste(Country.Region, " ")), vjust = 0.2, hjust = 1) +
  geom_text(size=8,aes(y=Deaths,label = Value_lbl, hjust=0)) +
  coord_flip(clip = "off", expand = FALSE) +
  scale_y_continuous(labels = scales::comma) +
  scale_x_reverse() +
  guides(color = FALSE, fill = FALSE) +
  theme(axis.line=element_blank(),
        axis.text.x=element_blank(),
        axis.text.y=element_blank(),
        axis.ticks=element_blank(),
        axis.title.x=element_blank(),
        axis.title.y=element_blank(),
        legend.position="none",
        panel.background=element_blank(),
        panel.border=element_blank(),
        panel.grid.major=element_blank(),
        panel.grid.minor=element_blank(),
        panel.grid.major.x = element_line( size=.1, color="grey" ),
        panel.grid.minor.x = element_line( size=.1, color="grey" ),
        plot.title=element_text(size=27, hjust=0.5, face="bold", colour="black", vjust=-1),
        plot.subtitle=element_text(size=18, hjust=0.5, face="italic", color="grey"),
        plot.caption =element_text(size=8, hjust=0.5, face="italic", color="grey"),
        plot.background=element_blank(),
        plot.margin = margin(2,4, 2, 12, "cm"))

creating an Animation plot

animplot = staticplot + transition_states(Date, transition_length = 4, state_length = 1) +
  view_follow(fixed_x = TRUE)  +
  labs(title = 'Total Death Cases : {closest_state}',  
       subtitle  =  "Top 15 Countries")

Giving the preferred setting and saving the file as Death_Cases.gif

animate(animplot, 300, fps = 20,  width = 1100, height = 800, 
        renderer = gifski_renderer("Death_Cases.gif"))
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## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?

## Warning: Position guide is perpendicular to the intended axis. Did you mean to
## specify a different guide `position`?